2007
DOI: 10.1177/1094428106289391
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Using a Random-Effects Model to Test Differing Conceptualizations of Multidimensional Constructs

Abstract: Previous work investigating the dimensionality of psychological constructs has assumed a fixed-effects model, in which one true correlation describes the relationship between two given dimensions. We challenge this assumption by showing how a random-effects model may aid in representing individual perceptions of multidimensional constructs. Using the Pay Satisfaction Questionnaire (PSQ), we demonstrate that the relationships that individuals hold between the (purported) dimensions of the PSQ are predictable by… Show more

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Cited by 24 publications
(25 citation statements)
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References 38 publications
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“…Going a step further, we performed a t-test in order to examine the differences between general entrepreneurs and social entrepreneurs and found significant differences (t = 6.627) for the social entrepreneurship scale and the intergroup relations scale (t = 3.889) at the 0.05 level but not for gender, age, or job satisfaction. Thus, we provide beginning support for the convergent and divergent validities of the social entrepreneurship scale (Carraher and Buckley, 1996;Carraher et al, 1999;Carraher et al, 2000;Scarpello and Carraher, 2008;Sturman and Carraher, 2007). Table 2 Factor analysis results …”
Section: Resultssupporting
confidence: 58%
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“…Going a step further, we performed a t-test in order to examine the differences between general entrepreneurs and social entrepreneurs and found significant differences (t = 6.627) for the social entrepreneurship scale and the intergroup relations scale (t = 3.889) at the 0.05 level but not for gender, age, or job satisfaction. Thus, we provide beginning support for the convergent and divergent validities of the social entrepreneurship scale (Carraher and Buckley, 1996;Carraher et al, 1999;Carraher et al, 2000;Scarpello and Carraher, 2008;Sturman and Carraher, 2007). Table 2 Factor analysis results …”
Section: Resultssupporting
confidence: 58%
“…As shown in Table 2, in all three cases the instrument is one-dimensional and the single dimension explains over 50% of the variance (Fornell and Larcker, 1981;Sethi and Carraher, 1993). In Table 3, we have factor analysed the social entrepreneurship and job satisfaction items in order to examine the divergent validity of the social entrepreneurship scale (Scarpello and Carraher, 2008;Sturman and Carraher, 2007). As shown, there is a clear two-dimensional structure.…”
Section: Resultsmentioning
confidence: 99%
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“…As nursing shortages threaten the access to and the quality of patient care, healthcare managers and human resources professionals have the responsibility to implement practices that would increase staff retention. One component of a successful retention program is a satisfactory and competitive compensation package (Chan and Morrison, 2000;Currall et al, 2005;Lum et al, 1998;Sturman and Carraher, 2007). Thus, the second objective of this paper is to highlight how organizations may address the turnover problem, specifically through its link with pay and job satisfaction.…”
Section: Introductionmentioning
confidence: 99%
“…By following these concepts of systemic design, the world of manufacturing, which today is truly lacking an environmentally mature culture, would succeed in achieving the goal of zero emissions. We need to change our ways of thinking (Sethi and Carraher, 1993;Sturman and Carraher, 2007).…”
Section: A New Business Model: Wastes Enriched With New Values Becomementioning
confidence: 98%